Function when

  • Start a when, then, otherwise expression.

    Parameters

    Returns When

    Example

    // Below we add a column with the value 1, where column "foo" > 2 and the value -1 where it isn't.
    > df = pl.DataFrame({"foo": [1, 3, 4], "bar": [3, 4, 0]})
    > df.withColumn(pl.when(pl.col("foo").gt(2)).then(pl.lit(1)).otherwise(pl.lit(-1)))
    shape: (3, 3)
    ┌─────┬─────┬─────────┐
    foobarliteral
    │ --- ┆ --- ┆ --- │
    i64i64i32
    ╞═════╪═════╪═════════╡
    13 ┆ -1
    ├╌╌╌╌╌┼╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌┤
    341
    ├╌╌╌╌╌┼╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌┤
    401
    └─────┴─────┴─────────┘

    // Or with multiple `when, thens` chained:
    > df.with_column(
    ... pl.when(pl.col("foo").gt(2))
    ... .then(1)
    ... .when(pl.col("bar").gt(2))
    ... .then(4)
    ... .otherwise(-1)
    ... )
    shape: (3, 3)
    ┌─────┬─────┬─────────┐
    foobarliteral
    │ --- ┆ --- ┆ --- │
    i64i64i32
    ╞═════╪═════╪═════════╡
    134
    ├╌╌╌╌╌┼╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌┤
    341
    ├╌╌╌╌╌┼╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌┤
    401
    └─────┴─────┴─────────┘